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Application of Dehydrated Amniotic Membrane Allografts in Advanced Diabetic Foot Ulceration: Case Report and Review of Literature 脱水羊膜异体移植在晚期糖尿病足溃疡中的应用:1例报告及文献复习
Q3 MEDICINE, GENERAL & INTERNAL Pub Date : 2022-07-20 DOI: 10.3390/reports5030028
Catherine Becker, M. Regulski, Scott A. Martin, T. Barrett
The management of diabetic foot ulcers (DFUs) presents challenges to even the most experienced wound-care providers. Because of the chronic, non-healing nature of many DFUs, advances in the treatment and care of this disease process are particularly relevant. This case study aims to report the efficacy of the application of dehydrated amniotic membrane allograft (DAMA) to a diabetic foot ulcer. The patient in this study is a 44-year-old male who presented with an aggressive infection on his right foot, which resulted in an open wound of 18-month duration. This patient received weekly applications of dual-layer DAMA over seven weeks. Upon examination at the initial application, the wound was classified as a Wagner grade 3 with necrosis of the underlying muscle. Upon inspection at the final visit, the wound was closed entirely. The results that were shown include improvements in the size, depth, edges, necrotic tissue amount, and epithelization of the wound. This case study demonstrates that the application of DAMA has the potential to augment the body’s natural DFU healing response; however, future nonrandomized and randomized controlled trials are needed to establish its efficacy further.
糖尿病足溃疡(DFUs)的管理提出了挑战,即使是最有经验的伤口护理提供者。由于许多dfu具有慢性、不愈合的性质,因此在这种疾病的治疗和护理方面取得进展尤为重要。本病例研究旨在报告脱水羊膜异体移植(DAMA)治疗糖尿病足溃疡的疗效。本研究的患者是一名44岁男性,右脚出现侵袭性感染,导致开放性伤口持续18个月。该患者在七周内每周接受双层DAMA应用。经首次应用检查,伤口被分类为Wagner 3级,伴有下层肌肉坏死。在最后一次检查时,伤口完全闭合。所显示的结果包括伤口的大小、深度、边缘、坏死组织的数量和上皮的改善。本案例研究表明,DAMA的应用有可能增强人体的自然DFU愈合反应;然而,未来的非随机和随机对照试验需要进一步确定其有效性。
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引用次数: 0
Evaluation of the Obstetric Patient: Pregnancy Outcomes during COVID-19 Pandemic—A Single-Center Retrospective Study in Romania 产科患者评估:新冠肺炎大流行期间的妊娠结局——罗马尼亚单中心回顾性研究
Q3 MEDICINE, GENERAL & INTERNAL Pub Date : 2022-07-11 DOI: 10.3390/reports5030027
M. Mitranovici, D. Chiorean, Ioan Emilian Oală, I. Petre, O. Cotoi
Acute respiratory-syndrome-related coronavirus 2, or SARS-CoV-2, has become a public health issue in our country. It mainly affects the vulnerable population, especially those with comorbidities. In this retrospective study, we set out to explore the effects of COVID-19 on pregnancy, with the vulnerability of pregnant women to SARS-CoV-2 infection also representing a main focus. We included 39 patients who tested positive for SARS-CoV-2 and 39 control subjects recruited from the Emergency County Hospital of Hunedoara, Romania. Our aim was to explore the indirect impact of the COVID-19 pandemic on pregnancy, as our patient group was included in the “high-risk” category. As a result, cesarean section prevailed, the main reason being fetal hypoxia. Newborns were evaluated by real-time postnatal polymerase chain reaction (RT-PCR) viral testing: none exhibited SARS-CoV-2 infection, with no vertical transmission of the virus being detected. Moreover, we observed no maternal or neonatal deaths resulting from COVID-19. SARS-CoV-2 has been found to cause a heterogeneity of manifestations with damage to multiple organs, and its evolution remains unknown. In our study, the need for antiviral treatment was limited, but anticoagulants proved effective in terms of improving the outcome.
与急性呼吸综合征相关的冠状病毒2型或严重急性呼吸系统综合征冠状病毒2型已成为我国的一个公共卫生问题。它主要影响弱势人群,尤其是那些有合并症的人群。在这项回顾性研究中,我们开始探索新冠肺炎对妊娠的影响,孕妇感染SARS-CoV-2的脆弱性也是主要关注点。我们包括39名严重急性呼吸系统综合征冠状病毒2型检测呈阳性的患者和39名从罗马尼亚Hunedoara县急诊医院招募的对照受试者。我们的目的是探索新冠肺炎大流行对妊娠的间接影响,因为我们的患者群体被纳入“高风险”类别。结果,剖宫产占了上风,主要原因是胎儿缺氧。新生儿通过出生后实时聚合酶链式反应(RT-PCR)病毒检测进行评估:没有发现严重急性呼吸系统综合征冠状病毒2型感染,也没有检测到病毒的垂直传播。此外,我们没有观察到新冠肺炎导致孕产妇或新生儿死亡。严重急性呼吸系统综合征冠状病毒2型已被发现会导致多器官损伤的异质性表现,其进化尚不清楚。在我们的研究中,抗病毒治疗的需求是有限的,但抗凝剂被证明在改善结果方面是有效的。
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引用次数: 1
Strategies Addressing the Challenges of the COVID-19 Pandemic in Long-Term, Palliative and Hospice Care: A Qualitative Study on the Perspectives of Patients’ Family Members 应对新冠肺炎大流行在长期、姑息和临终关怀中的挑战的策略:对患者家属观点的定性研究
Q3 MEDICINE, GENERAL & INTERNAL Pub Date : 2022-07-08 DOI: 10.3390/reports5030026
L. Pacolli, Diana Wahidie, Ilknur Özger Erdogdu, Y. Yılmaz-Aslan, P. Brzoska
Patients in long-term, palliative, and hospice care are at increased risk of a severe course of COVID-19. For purposes of infection control, different strategies have been implemented by the respective health care facilities, also comprising visitation and other forms of contact restrictions. The aim of the present study was to examine how these strategies are perceived by family members of patients in these settings. An exploratory, qualitative approach was used to examine perceptions of policies and strategies using partially standardized guided interviews analyzed by means of a thematic approach. Interviews were conducted with 10 family members of long-term, palliative, and hospice care patients. Interviewees were between 30 and 75 years old. Because of the pandemic-related measures, respondents felt that their basic rights were restricted. Results indicate that perceptions of strategies and interventions in long-term, palliative, and hospice care facilities are particularly influenced by the opportunity to visit and the number of visitors allowed. Strict bans on visits, particularly during end-of-life care, are associated with a strong emotional burden for patients and family members alike. Aside from sufficient opportunities for visits, virtual communication technologies need to be utilized to facilitate communication between patients, families, and caregivers.
接受长期、姑息治疗和临终关怀的患者出现COVID-19严重病程的风险增加。为控制感染,各卫生保健机构实施了不同的战略,其中还包括探视和其他形式的接触限制。本研究的目的是检查这些策略是如何被患者的家庭成员在这些设置感知。采用了一种探索性质的方法来检查对政策和战略的看法,使用部分标准化的指导访谈,通过专题方法进行分析。对10名长期、缓和和临终关怀患者的家庭成员进行了访谈。受访者年龄在30至75岁之间。由于采取了与大流行病有关的措施,答复者认为他们的基本权利受到限制。结果显示,对长期、姑息和临终关怀机构的策略和干预措施的看法,特别受到探访机会和允许探访人数的影响。严格禁止探视,尤其是在临终关怀期间,会给病人和家属带来沉重的情感负担。除了提供足够的访问机会外,还需要利用虚拟通信技术促进患者、家属和护理人员之间的沟通。
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引用次数: 0
Diagnostic Accuracy of Routine Laboratory Tests for COVID-19 新冠肺炎常规实验室检测的诊断准确性
Q3 MEDICINE, GENERAL & INTERNAL Pub Date : 2022-06-22 DOI: 10.3390/reports5030025
Joshua Davis, Gina S Gilderman
Objectives: COVID-19 has ravaged healthcare systems across the globe. Availability of and timely results for PCR testing have made diagnosis in the Emergency Department challenging. Therefore, we sought to determine if routine serum laboratory tests could be diagnostic of COVID-19. Methods: All patients tested for COVID-19 at an academic hospital in Pennsylvania between 1 March 2020–28 April 2020, were retrospectively analyzed. Results of COVID-19 PCR testing and laboratory tests were recorded. Mean difference was used to determine which tests demonstrated a significant difference, with p < 0.01 used, due to multiple observations. The tests that met these criteria had ROC curves and sensitivity and specificity determined. Results: Of the patients identified, 553 had had any laboratory test. All tests that showed a statistically significant mean difference were lower in COVID-19 positive patients. These included white blood cell count, platelets, absolute neutrophil count, absolute lymphocyte count, absolute eosinophil count, alkaline phosphatase, albumin, troponin T, lactic acid, D-DIMER, and procalcitonin. D-Dimer was excluded for only having four tests completed in COVID-19 positive patients. The remaining tests had a specificity of 88–96%, with a sensitivity of 5–50%. Discussion: No single serum laboratory test demonstrated sensitivity for COVID-19. Some tests might be moderately specific, but this was of limited clinical use. Future research should focus on a combination of tests to diagnose COVID-19, and healthcare systems should work to obtain rapid and accurate PCR tests to diagnose COVID-19.
目标:新冠肺炎肆虐全球医疗系统。PCR检测的可用性和及时结果使急诊科的诊断具有挑战性。因此,我们试图确定常规血清实验室检测是否可以诊断新冠肺炎。方法:回顾性分析2020年3月1日至2020年4月28日期间在宾夕法尼亚州一家学术医院接受新冠肺炎检测的所有患者。记录新冠肺炎PCR检测和实验室检测结果。平均差异用于确定哪些测试显示了显著差异,由于多次观察,使用了p<0.01。符合这些标准的测试具有ROC曲线,并确定了敏感性和特异性。结果:在确定的患者中,553人进行了任何实验室检查。在新冠肺炎阳性患者中,所有显示统计学显著平均差异的测试都较低。其中包括白细胞计数、血小板、中性粒细胞绝对计数、淋巴细胞绝对计数、嗜酸性粒细胞绝对数、碱性磷酸酶、白蛋白、肌钙蛋白T、乳酸、D-DIMER和降钙素原。D-Dimer因仅在新冠肺炎阳性患者中完成四项检测而被排除在外。其余测试的特异性为88–96%,敏感性为5–50%。讨论:没有一项血清实验室检测显示对新冠肺炎敏感。有些测试可能具有适度的特异性,但临床应用有限。未来的研究应侧重于诊断新冠肺炎的检测组合,医疗系统应努力获得快速准确的PCR检测,以诊断新冠肺炎。
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引用次数: 2
A Case of COVID-19 with Acute Exacerbation after Anti-Inflammatory Treatment 抗炎治疗后新冠肺炎急性加重1例
Q3 MEDICINE, GENERAL & INTERNAL Pub Date : 2022-06-20 DOI: 10.3390/reports5020024
Y. Ashino, Y. Shirato, Masahiro Yaegashiwa, S. Yamanouchi, Noriko Miyakawa, Kokichi Ando, Yumiko Sakurada, Haorile Chagan Yasutan, Toshio Hattori
A COVID-19 patient (53-year-old woman from Japan) was admitted to our hospital. She had a high fever (38.3 °C), cough, fatigue, and loss of appetite. She was a smoker and took migraine medication. A thoracic computed tomography (CT) scan showed no evidence of pneumonia. She was treated with antibiotics, protease inhibitors, inhalant corticosteroids, and antivirals. Anti-interleukin-6 receptor antibody tocilizumab (TCZ 400 mg) was added on day 2. On day 4, her temperature decreased, but her vital signs suddenly worsened, with an SpO2 of 70% in ambient air, a blood pressure of 70 mmHg (systolic), loss of consciousness, and tachypnea. Her CT showed bilateral lung consolidation and no pulmonary embolism. She was connected to the ventilator. On day 11, her respiratory condition improved (PaO2/FIO2 400), and she was able to withdraw from the ventilator. Her laboratory data (white cell count, ferritin, d-Dimer, C-reactive protein, and β2-microglobulin) did not increase even at the time of exacerbation, except for Galectin-9 (Gal-9). The plasma Gal-9 levels increased 2.3 times from before the administration of TCZ, followed by a swift decrease associated with improvements in respiratory status. She was discharged on day 16. Patients with TCZ-treated COVID-19 require careful observation.
1例新冠肺炎患者(来自日本的53岁女性)入住我院。她有高烧(38.3°C)、咳嗽、疲劳和食欲不振。她吸烟,还服用治疗偏头痛的药物。胸部计算机断层扫描(CT)显示没有肺炎的证据。她接受了抗生素、蛋白酶抑制剂、吸入性皮质类固醇和抗病毒药物治疗。第2天添加抗白细胞介素-6受体抗体tocilizumab (TCZ 400 mg)。第4天,患者体温下降,但生命体征突然恶化,环境空气中SpO2为70%,血压为70 mmHg(收缩压),意识丧失,呼吸急促。CT显示双侧肺实变,无肺栓塞。她接上了呼吸机。第11天,患者的呼吸状况改善(PaO2/FIO2 400),并能够摘掉呼吸机。她的实验室数据(白细胞计数、铁蛋白、d-二聚体、c反应蛋白和β2微球蛋白)即使在加重时也没有增加,除了半乳糖凝集素-9 (Gal-9)。血浆Gal-9水平较服用TCZ前升高2.3倍,随后随着呼吸状态的改善而迅速下降。她于第16天出院。经tcz治疗的COVID-19患者需要仔细观察。
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引用次数: 0
A Challenging Case of Visceral Leishmaniasis 内脏利什曼病的一个具有挑战性的病例
Q3 MEDICINE, GENERAL & INTERNAL Pub Date : 2022-06-16 DOI: 10.3390/reports5020023
Antonio Giovanni Solimando, G. Coniglio, V. Desantis, G. Lauletta, D. Bavaro, L. Diella, A. Cirulli, G. Iodice, P. Santoro, S. Cicco, G. Ingravallo, F. Signorile, R. Ria, M. Montagnani, A. Saracino, A. Vacca
The term leishmaniasis includes multiple clinical syndromes: visceral, cutaneous, and mucosal leishmaniasis, resulting from an infection of macrophages throughout the reticuloendothelial system in the dermis and the naso-oropharyngeal mucosa, respectively. The clinical phenotype is mainly driven by the leishmania biologic characteristics and, ultimately, also by the host immune status. The disease is endemic in focal areas in the tropics, subtropics, and southern Europe, transmitted by the bite of female phlebotomine sandflies. Sandflies regurgitate the parasite’s flagellated promastigote stage into the host’s skin; promastigotes bind to receptors on macrophages are phagocytized and transformed within phagolysosomes into non-flagellated amastigotes which replicate and infect additional macrophages. Amastigotes ingested by sandflies transform back into infective promastigotes. Depending on the host’s innate and acquired immune status, systemic and visceral leishmaniasis can be characterized by irregular fever, weight loss, enlargement of the spleen and liver, and anaemia. We present a 42 year-old man with long-lasting type 1 autoimmune hepatitis under immunosuppressive treatment. In January 2017, the patient started to experience low-grade unresponsiveness to empiric antibiotic therapy. The patient developed severe anemia and progressive multilineage cytopenia accompanied by increased levels of inflammatory markers. FDG-PET revealed increased glucose uptake in the liver, spleen, and the whole bone marrow. The subsequently performed bone marrow biopsy evidenced Leishmania amastigotes inside macrophages, confirmed by serological positivity to anti-Leishmania antibody. Immunosuppressive therapy was suspended and replaced by treatment with amphotericin B at 4 mg/kg/day from day 1 to day 5, followed by a single infusion on days 10, 17, 24, 31, and 38. The bone marrow smear after treatment still evidenced few Leishmania amastigotes; in consideration of the patient’s immunosuppression status, two further doses of amphotericin B on days 45 and 52 were employed, leading to infection resolution. In real-life, as exemplified in this case, administering two additional doses of amphotericin B (concerning the guidelines) offered an additional therapeutic opportunity for a patient under long-term immunosuppressive treatment.
利什曼病一词包括多种临床综合征:内脏、皮肤和粘膜利什曼病,分别由真皮和鼻口咽粘膜网状内皮系统中的巨噬细胞感染引起。临床表型主要受利什曼原虫生物学特性的影响,最终也受宿主免疫状态的影响。该病在热带、亚热带和南欧的焦点地区流行,通过雌性白蛉的叮咬传播。白蛉将寄生虫的有鞭毛的promastigote阶段反刍到宿主的皮肤上;与巨噬细胞受体结合的原鞭毛体被吞噬并在吞噬溶酶体内转化为无鞭毛的无鞭毛体,其复制并感染其他巨噬细胞。被白蛉摄入的无尾鞭毛菌又转化为具有传染性的原鞭毛菌。根据宿主的先天和获得性免疫状态,全身和内脏利什曼病可表现为不规则发热、体重减轻、脾脏和肝脏肿大以及贫血。我们提出一个42岁的男性与长期1型自身免疫性肝炎在免疫抑制治疗。2017年1月,患者开始对经验性抗生素治疗出现低度无反应。患者出现严重贫血和进行性多系细胞减少症,并伴有炎症标志物水平升高。FDG-PET显示肝脏、脾脏和整个骨髓的葡萄糖摄取增加。随后进行的骨髓活检证实巨噬细胞内存在利什曼原虫,抗利什曼原虫抗体血清学阳性证实。暂停免疫抑制治疗,从第1天至第5天以4mg /kg/天的剂量用两性霉素B替代,然后在第10、17、24、31和38天单次输注。治疗后骨髓涂片仍有少量利什曼原虫;考虑到患者的免疫抑制状态,在第45天和第52天又使用了两剂两性霉素B,导致感染得到解决。在现实生活中,如本例所示,给予两剂额外的两性霉素B(涉及指南)为长期免疫抑制治疗的患者提供了额外的治疗机会。
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引用次数: 3
Neuronal and Non-Neuronal GABA in COVID-19: Relevance for Psychiatry COVID-19中神经元和非神经元GABA:与精神病学的相关性
Q3 MEDICINE, GENERAL & INTERNAL Pub Date : 2022-06-08 DOI: 10.3390/reports5020022
A. Sfera, Karina G. Thomas, Sarvin Sasannia, Jonathan J. Anton, Christina V. Andronescu, Michael Garcia, Dan O. Sfera, M. Cummings, Z. Kozlakidis
Infection with SARS-CoV-2, the causative agent of the COVID-19 pandemic, originated in China and quickly spread across the globe. Despite tremendous economic and healthcare devastation, research on this virus has contributed to a better understanding of numerous molecular pathways, including those involving γ-aminobutyric acid (GABA), that will positively impact medical science, including neuropsychiatry, in the post-pandemic era. SARS-CoV-2 primarily enters the host cells through the renin–angiotensin system’s component named angiotensin-converting enzyme-2 (ACE-2). Among its many functions, this protein upregulates GABA, protecting not only the central nervous system but also the endothelia, the pancreas, and the gut microbiota. SARS-CoV-2 binding to ACE-2 usurps the neuronal and non-neuronal GABAergic systems, contributing to the high comorbidity of neuropsychiatric illness with gut dysbiosis and endothelial and metabolic dysfunctions. In this perspective article, we take a closer look at the pathology emerging from the viral hijacking of non-neuronal GABA and summarize potential interventions for restoring these systems.
新冠肺炎大流行的病原体SARS-CoV-2的感染起源于中国,并迅速在全球传播。尽管经济和医疗保健遭受了巨大破坏,但对这种病毒的研究有助于更好地理解许多分子途径,包括涉及γ-氨基丁酸(GABA)的途径,这些途径将对后疫情时代的医学,包括神经精神病学产生积极影响。严重急性呼吸系统综合征冠状病毒2型主要通过肾素-血管紧张素系统的成分血管紧张素转化酶-2(ACE-2)进入宿主细胞。在其众多功能中,这种蛋白质上调GABA,不仅保护中枢神经系统,还保护内皮、胰腺和肠道微生物群。与ACE-2结合的严重急性呼吸系统综合征冠状病毒2篡夺了神经元和非神经元GABA能系统,导致神经精神疾病与肠道生态失调、内皮和代谢功能障碍的高度共病。在这篇前瞻性的文章中,我们仔细研究了病毒劫持非神经元GABA产生的病理学,并总结了恢复这些系统的潜在干预措施。
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引用次数: 3
Subcutaneous Emphysema of the Orbit after Nose-Blowing 鼻腔吹气后眼眶皮下肺气肿
Q3 MEDICINE, GENERAL & INTERNAL Pub Date : 2022-05-31 DOI: 10.3390/reports5020021
Riku Mihara, Y. Murai, Shun Sato, Fumihiro Matano, A. Morita
Orbital emphysema after nose-blowing is an uncommon condition and can appear without a trigger. Herein, we reported a case of orbital emphysema after nose-blowing and performed a literature review. A 68-year-old man fell and sustained an injury near his left orbit. No symptoms were noted. He noticed a left periorbital swelling after blowing his nose. Through computed tomography examination, he was diagnosed with subcutaneous emphysema. There are no previous reports that have reviewed the clinical features, need for surgery, and severity of symptoms of subcutaneous emphysema after nasal swallowing due to different factors. We retrospectively analyzed a cohort of 48 cases by searching PubMed to clarify these issues. Regarding the emphysema trigger, 21 cases had an injury or had previously undergone surgery. In 34 cases, conservative treatment was required, while surgery was selected in the acute phase in 6 cases and after the acute phase as a radical cure in 8 cases. Reduced visual acuity, diplopia, exophthalmos, facial hypoesthesia, and color disorders were noted and were more common among surgical cases. The literature review revealed no association between fracture location and the need for surgery; furthermore, surgery was less required in non-trauma cases, excluding osteoma, than in trauma cases (p = 0.0169). Our study reveals that a strict follow-up examination of visual symptoms is necessary for the first 2 days in cases of subcutaneous emphysema caused by nose blowing after facial trauma.
鼻腔吹气后的眼眶肺气肿是一种罕见的情况,可能在没有触发的情况下出现。在此,我们报告了一例鼻腔吹气后眼眶肺气肿的病例,并进行了文献回顾。一名68岁的男子在左眼眶附近摔倒受伤。未发现任何症状。吹完鼻子后,他注意到左眶周肿胀。通过计算机断层扫描检查,他被诊断为皮下肺气肿。以前没有报道回顾过由于不同因素引起的鼻吞咽后皮下气肿的临床特征、手术需要和症状严重程度。我们通过检索PubMed对48例病例进行了回顾性分析,以澄清这些问题。关于肺气肿的诱因,21例患者曾受伤或接受过手术。34例需要保守治疗,6例在急性期选择手术治疗,8例在急性后选择手术治疗。视力下降、复视、眼球突出、面部感觉减退和颜色障碍在外科病例中更为常见。文献综述显示,骨折位置与手术需求之间没有关联;此外,除骨瘤外,非创伤病例比创伤病例需要更少的手术(p=0.0169)。我们的研究表明,对于面部创伤后由吹鼻引起的皮下气肿,在最初两天内有必要对视觉症状进行严格的随访检查。
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引用次数: 0
Deep Learning Methods to Reveal Important X-ray Features in COVID-19 Detection: Investigation of Explainability and Feature Reproducibility 揭示COVID-19检测中重要x射线特征的深度学习方法:可解释性和特征再现性的研究
Q3 MEDICINE, GENERAL & INTERNAL Pub Date : 2022-05-31 DOI: 10.3390/reports5020020
Ioannis D. Apostolopoulos, D. Apostolopoulos, N. Papathanasiou
X-ray technology has been recently employed for the detection of the lethal human coronavirus disease 2019 (COVID-19) as a timely, cheap, and helpful ancillary method for diagnosis. The scientific community evaluated deep learning methods to aid in the automatic detection of the disease, utilizing publicly available small samples of X-ray images. In the majority of cases, the results demonstrate the effectiveness of deep learning and suggest valid detection of the disease from X-ray scans. However, little has been investigated regarding the actual findings of deep learning through the image process. In the present study, a large-scale dataset of pulmonary diseases, including COVID-19, was utilized for experiments, aiming to shed light on this issue. For the detection task, MobileNet (v2) was employed, which has been proven very effective in our previous works. Through analytical experiments utilizing feature visualization techniques and altering the input dataset classes, it was suggested that MobileNet (v2) discovers important image findings and not only features. It was demonstrated that MobileNet (v2) is an effective, accurate, and low-computational-cost solution for distinguishing COVID-19 from 12 various other pulmonary abnormalities and normal subjects. This study offers an analysis of image features extracted from MobileNet (v2), aiming to investigate the validity of those features and their medical importance. The pipeline can detect abnormal X-rays with an accuracy of 95.45 ± 1.54% and can distinguish COVID-19 with an accuracy of 89.88 ± 3.66%. The visualized results of the Grad-CAM algorithm provide evidence that the methodology identifies meaningful areas on the images. Finally, the detected image features were reproducible in 98% of the times after repeating the experiment for three times.
X射线技术最近被用于检测致命的2019年人类冠状病毒疾病(新冠肺炎),作为一种及时、廉价和有用的辅助诊断方法。科学界利用公开的X射线图像小样本,评估了有助于自动检测疾病的深度学习方法。在大多数情况下,研究结果证明了深度学习的有效性,并表明通过X射线扫描可以有效检测疾病。然而,关于通过图像处理进行深度学习的实际发现,很少有研究。在本研究中,利用包括新冠肺炎在内的肺部疾病的大规模数据集进行实验,旨在阐明这一问题。对于检测任务,采用了MobileNet(v2),这在我们之前的工作中已经被证明是非常有效的。通过利用特征可视化技术和改变输入数据集类别的分析实验,表明MobileNet(v2)发现了重要的图像发现,而不仅仅是特征。研究表明,MobileNet(v2)是一种有效、准确和低计算成本的解决方案,用于区分新冠肺炎与12种其他肺部异常和正常受试者。本研究对从MobileNet(v2)中提取的图像特征进行了分析,旨在调查这些特征的有效性及其医学重要性。该管道可以检测异常X射线,准确率为95.45±1.54%,可以区分新冠肺炎,准确度为89.88±3.66%。Grad-CAM算法的可视化结果提供了证据,证明该方法识别了图像上有意义的区域。最后,在重复实验三次后,检测到的图像特征在98%的时间内是可重复的。
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引用次数: 3
Diamagnetic Therapy in a Patient with Complex Regional Pain Syndrome Type I and Multiple Drug Intolerance: A Case Report 抗磁治疗1例复杂局部疼痛综合征I型和多种药物不耐受患者
Q3 MEDICINE, GENERAL & INTERNAL Pub Date : 2022-05-26 DOI: 10.3390/reports5020018
R. Roberti, Gianmarco Marcianò, Alessandro Casarella, Vincenzo Rania, Caterina Palleria, Cristina Vocca, Luca Catarisano, Lucia Muraca, R. Citraro, P. Romeo, G. De Sarro, L. Gallelli
Complex regional pain syndrome (CRPS) is a neurologic chronic pain condition hard to diagnose and treat, and able to significantly impact the quality of life. Currently, the available multimodal, individualized treatments (i.e., pharmacological and non-pharmacological therapies including invasive procedures) are aimed only at symptom control. Herein, we report a 69-year-old Caucasian female who came to our attention due to a 3-year history of severe (10/10) burning pain in her right ankle, along with oedema and local changes in skin color and temperature, which occurred after the ankle sprain. Previous pharmacological attempts failed due to multiple drug intolerance. Clinical examination confirmed the CRPS type I diagnosis, and a weekly diamagnetic therapy protocol was started since the patient refused further medications and interventional procedures. After 10 weeks of treatment, a significant (p < 0.01) reduction in pain severity and absence of oedema (difference in ankles’ circumference: from 3 cm to 0) were observed, with consequent improvements in quality of life and no adverse events. Although high-quality clinical evidence is still lacking, our case report suggests further investigating the potential use of diamagnetic therapy as a non-invasive and safe adjunctive treatment for CRPS, and as an alternative when patients did not benefit from drugs and/or refuse invasive procedures.
复杂局部疼痛综合征(CRPS)是一种难以诊断和治疗的神经性慢性疼痛,严重影响患者的生活质量。目前,可用的多模式、个体化治疗(即包括侵入性手术在内的药理学和非药理学治疗)仅针对症状控制。在此,我们报告了一位69岁的白人女性,她在脚踝扭伤后出现了3年的严重(10/10)右脚踝灼痛,并伴有水肿和局部皮肤颜色和温度的变化,因此引起了我们的注意。先前的药物尝试由于多种药物不耐受而失败。临床检查确认为CRPS I型诊断,由于患者拒绝进一步的药物治疗和介入治疗,因此开始每周进行抗磁治疗方案。治疗10周后,观察到疼痛严重程度显著(p < 0.01)减轻,水肿消失(脚踝周长差异:从3厘米到0厘米),生活质量随之改善,无不良事件发生。尽管仍缺乏高质量的临床证据,但我们的病例报告建议进一步研究抗磁治疗作为非侵入性和安全的CRPS辅助治疗的潜在应用,以及当患者无法从药物中获益和/或拒绝侵入性手术时作为一种替代方法。
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